{"id":"W1980978871","doi":"10.1080/07438140709353920","title":"First assessment of cyanobacterial blooms and microcystin-LR in the Canadian portion of Lake of the Woods","year":2007,"lang":"en","type":"article","venue":"Lake and Reservoir Management","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of Alberta","funders":"","keywords":"Aphanizomenon; Cyanobacteria; Biomass (ecology); Microcystin; Biology; Phytoplankton; Microcystis; Boreal; Hepatotoxin; Anabaena; Botany; Ecology; Environmental science; Nutrient; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001286254,0.0002936395,0.0001594396,0.0007066871,0.001768503,0.0005369434,0.0002869268,0.0001700599,0.0009778412],"category_scores_gemma":[0.0003296596,0.0002210626,0.0001337478,0.001017371,0.0002432169,0.0002424054,0.0003668257,0.0001788904,0.0001326025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003875084,"about_ca_system_score_gemma":0.003765612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8961965,"about_ca_topic_score_gemma":0.9804707,"domain_scores_codex":[0.9998332,0.000006485467,0.000005519499,0.00003207927,0.00007393026,0.00004882416],"domain_scores_gemma":[0.999589,0.00001189942,0.00004457334,0.000006545833,0.0002772262,0.00007085239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007982252,0.00002805202,0.9594311,0.00003999877,0.00002598283,0.000126533,0.0007113893,0.00009214305,0.03268335,0.00003860392,0.0002282088,0.006514837],"study_design_scores_gemma":[0.000001167325,0.00003401969,0.9970739,0.000003740226,0.000006996692,0.00003260528,0.0004725198,0.0001759118,0.001610293,0.000004315304,0.0005824816,0.000002140068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997816,0.0001328093,0.000148134,0.00002298689,0.000001696272,0.00002369667,0.0004719731,0.000009724855,0.001373018],"genre_scores_gemma":[0.9976653,0.0001038485,0.0006411282,0.00002581425,0.00000161023,0.00001107343,0.0005810287,0.000002637205,0.0009675084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038035,"threshold_uncertainty_score":0.2088296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006014084066087594,"score_gpt":0.2209370248628942,"score_spread":0.2149229407968067,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}